We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Using Multiple Path-Constraint Mobile Sinks for Energy Efficient Data Collection in Wireless Sensor Networks

by P. Majal Stepa Shiny
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 67 - Number 5
Year of Publication: 2013
Authors: P. Majal Stepa Shiny
10.5120/11389-6683

P. Majal Stepa Shiny . Using Multiple Path-Constraint Mobile Sinks for Energy Efficient Data Collection in Wireless Sensor Networks. International Journal of Computer Applications. 67, 5 ( April 2013), 5-9. DOI=10.5120/11389-6683

@article{ 10.5120/11389-6683,
author = { P. Majal Stepa Shiny },
title = { Using Multiple Path-Constraint Mobile Sinks for Energy Efficient Data Collection in Wireless Sensor Networks },
journal = { International Journal of Computer Applications },
issue_date = { April 2013 },
volume = { 67 },
number = { 5 },
month = { April },
year = { 2013 },
issn = { 0975-8887 },
pages = { 5-9 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume67/number5/11389-6683/ },
doi = { 10.5120/11389-6683 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:23:50.780674+05:30
%A P. Majal Stepa Shiny
%T Using Multiple Path-Constraint Mobile Sinks for Energy Efficient Data Collection in Wireless Sensor Networks
%J International Journal of Computer Applications
%@ 0975-8887
%V 67
%N 5
%P 5-9
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Data collection is a fundamental task of WSN. It aims to collect sensor readings in a sensory field through sinks for analysis and processing. Research has shown that sinks deplete most of the battery power for collecting the data than processing it. Non-uniform energy consumption causes degraded network performance and shortens network lifetime. Recently, sink mobility with limited path has been exploited to reduce and balance the energy expenditure among sensors. This paper address this issue and propose a new data collection scheme, which enhance the Maximum Amount Shortest Path (MASP) for Multiple Mobile Sinks. This scheme increases network throughput and streamlining the energy consumption by optimizing the assignment of sensor nodes to subsinks and subsinks to mobile sinks, using Genetic Algorithm. An existing two-phase communication protocol designed for single mobile sink is enhanced to support multiple mobile sinks. The proposed algorithms and protocols are validated through simulation experiments using NS2.

References
  1. R. C. Shah, S. Roy, S. Jain, and W. Brunette, "Data MULEs: Modeling a Three-Tier Architecture for Sparse Sensor Networks," Proc. First IEEE Int'l Workshop Sensor Network Protocols and Applications, pp. 30-41, 2003.
  2. S. Jain, R. C. Shah, W. Brunette, G. Borriello, and S. Roy, "Exploiting Mobility for Energy Efficient Data Collection in Sensor Networks," Mobile Networks and Applications, vol. 11, no. 3, pp. 327-339, 2006.
  3. A. Chakrabarti, A. Sabharwal, and B. Aazhang, "Communication Power Optimization in a Sensor Network with a Path-Constrained Mobile Observer," ACM Trans. Sensor Networks, vol. 2, no. 3, pp. 297-324, Aug. 2006.
  4. L. Song and D. Hatzinakos, "Architecture of Wireless Sensor Networks with Mobile Sinks: SparselyDeployed Sensors," IEEE Trans. Vehicular Technology, vol. 56, no. 4, pp. 1826-1836, July 2007.
  5. Shuai Gao,Hongke Zhang, and Sajal K. Das,"Efficient Data Collection in Wireless Sensor Networks with Path Constrained Mobile Sinks " IEEE Transactions on Mobile Computing,vol. 10,no. 5,pp. 592-608,April 2011.
  6. D. Jea, A. Somasundara, and M. Srivastava, "Multiple ControlledMobile Elements (Data Mules) for Data Collection in Sensor Networks," Proc. First IEEE/ACM Int'l Conf. Distributed Computing in Sensor Systems (DCOSS), pp. 244-257, 2005.
  7. A. Kansal, A. Somasundara, D. Jea, M. Srivastava, and D. Estrin, "Intelligent Fluid Infrastructure for Embedded Networks," Proc. ACM MobiSys, pp. 111-124, 2004.
  8. J. Luo, J. Panchard, M. Piorkowski, M. Grossglauser, and J. Hubaux, "MobiRoute: Routing towards a Mobile Sink for Improving Lifetime in Sensor Networks," Proc. Second IEEE/ ACM Int'l Conf. Distributed Computing in Sensor Systems (DCOSS), pp. 480-497, 2006.
Index Terms

Computer Science
Information Sciences

Keywords

Wireless Sensor Networks ( WSN) Maximum Amount Shortest Path(MASP) Mobile sink Subsink Direct Communication Area(DCA) Multihop Communication Area(MCA)

Powered by PhDFocusTM